Experience

Trade Republic

• Germany
• Financial Services
• 500 - 600 Employee

• Senior Data Scientist

  • May 2022 - Present

  Developing and implementing anti-financial crime data products to ensure compliance with regulations, and minimise financial risk for the company and customersConducted A/B tests for new feature releases and reported on the impact on relevant business metrics

• Data Scientist

  • Jul 2021 - Apr 2022

  Created end-to-end data pipeline using dbt and looker to transform terabytes of raw market data into actionable insights on Trade Republic’s execution metricsPrepared and presented comprehensive quarterly reports on execution metrics to directors of compliance, risk, board members, and the CTO



Wayfair

• United States
• Retail
• 700 & Above Employee

• Manager

  • Jul 2021 - Jul 2021

• Senior Data Analyst

  • Oct 2019 - Jul 2021

  Implemented a Random Forest model that predicts core pricing and financial metrics for Wayfair UK which is being consumed by finance, marketing and pricing teams to make key strategic decisions, such as our Ad spend allocationLead bi-weekly, cross-functional and cross-geo steering committee meetings with stakeholders of various levels to present findings, communicate roadblocks and seek alignment on workstreams related to the development and tracking of pricing and financial metricsBuilt automated reporting of above metrics through daily email alerts and Data Studio dashboardsImplemented K-Means Clustering in Python to enable unbiased pricing experimentation across DE and UK catalogs Show less

• Product Analyst

  • Apr 2018 - Sep 2019

  Product manager for the core pricing system that dynamically calculates and sets prices and sale flags for all products on site. Collaborated closely with business stakeholders and engineers to add features, improve pricing rules, run tests and report sale price impact associated with high revenue projects Recommended strategic initiatives and presented product improvement themes for building and prioritizing product roadmap



Center for Academic Resources in Engineering (CARE)

• Urbana-Champaign, Illinois Area

• Tutor and Peer Advisor

  • Aug 2015 - Dec 2017

  Tutored 8-10 students on a weekly basis to help them gain a better understanding of their physics and math courses Counseled and motivated students to better manage their time and develop an effective work ethic Led a team of 5 tutors in planning and heading math exam review sessions Tutored 8-10 students on a weekly basis to help them gain a better understanding of their physics and math courses Counseled and motivated students to better manage their time and develop an effective work ethic Led a team of 5 tutors in planning and heading math exam review sessions



Illinois Geometry Lab, Mathematics Dept., UIUC

• Urbana-Champaign, Illinois Area

• Undergraduate Research Assistant

  • Jan 2017 - Jul 2017

  Wrote a Mathematica program that analyzed a text and charted a graph based on word connectivity. Piped the outputs of the program as inputs into a neural network to classify music based on its genre Analyzed and modeled the flow of information in a Twitter network using Graph Quantum Mechanics and CW complexes Wrote a Mathematica program that analyzed a text and charted a graph based on word connectivity. Piped the outputs of the program as inputs into a neural network to classify music based on its genre Analyzed and modeled the flow of information in a Twitter network using Graph Quantum Mechanics and CW complexes



T-Hub

• India
• Non-profit Organizations
• 100 - 200 Employee

• Business Analyst Intern

  • Jun 2016 - Aug 2016

  Utilized Artificial Neural Networks and performance metrics to rate startup success at India’s largest Startup Incubator Created a Simplex Algorithm based program to maximize revenue by optimizing the number of seats offered to startups Utilized Artificial Neural Networks and performance metrics to rate startup success at India’s largest Startup Incubator Created a Simplex Algorithm based program to maximize revenue by optimizing the number of seats offered to startups